Population Size Estimation by Repeated Identifications of Units. A Bayesian Semi-parametric Mixture Model Approach.
Tiziana TuotoDavide Di CeccoAndrea TancrediPublished in: SIS (2021)
Keyphrases
- semi parametric
- mixture model
- density estimation
- population size
- statistical inference
- maximum likelihood
- model selection
- em algorithm
- gaussian mixture model
- probabilistic model
- generative model
- genetic algorithm
- regression model
- expectation maximization
- markov chain
- language model
- density function
- least squares
- unsupervised learning
- bayesian inference
- probability density function
- parameter estimation
- graphical models
- parameter settings
- bayesian networks
- cross validation
- parametric models
- regression problems
- neural network
- state space
- optical flow